All in all, your first RESTful API in Python is about piecing together clear endpoints, matching them with the right HTTP ...

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MCP is the MVP.

Every conversation you have with an AI — every decision, every debugging session, every architecture debate — disappears when the session ends. Six months of work, gone. You start over every time.

You gotta build a "digital twin" of the mess you're actually going to deploy into, especially with stuff like mcp (model context protocol) where ai agents are talking to data sources in real-time.

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Infosecurity outlines key recommendations for CISOs and security teams to implement safeguards for AI-assisted coding ...